ACE: Adaptive Classifiers-Ensemble System for Concept-Drifting Environments.
Kyosuke NishidaKoichiro YamauchiTakashi OmoriPublished in: Multiple Classifier Systems (2005)
Keyphrases
- mining concept drifting data streams
- concept drifting
- concept drifting data streams
- stream data
- ensemble classifier
- streaming data
- ensemble learning
- data streams
- classifier ensemble
- noisy data
- concept drift
- stream data mining
- drifting concepts
- drift detection
- noisy data streams
- sliding window
- decision trees
- training data
- ensemble methods
- sensor data
- support vector machine
- training set
- support vector
- machine learning